Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898036114> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2898036114 endingPage "e5696" @default.
- W2898036114 startingPage "e5696" @default.
- W2898036114 abstract "We aimed to investigate the detection of idiopathic macular holes (MHs) using ultra-wide-field fundus images (Optos) with deep learning, which is a machine learning technology. The study included 910 Optos color images (715 normal images, 195 MH images). Of these 910 images, 637 were learning images (501 normal images, 136 MH images) and 273 were test images (214 normal images and 59 MH images). We conducted training with a deep convolutional neural network (CNN) using the images and constructed a deep-learning model. The CNN exhibited high sensitivity of 100% (95% confidence interval CI [93.5–100%]) and high specificity of 99.5% (95% CI [97.1–99.9%]). The area under the curve was 0.9993 (95% CI [0.9993–0.9994]). Our findings suggest that MHs could be diagnosed using an approach involving wide angle camera images and deep learning." @default.
- W2898036114 created "2018-10-26" @default.
- W2898036114 creator A5000873736 @default.
- W2898036114 creator A5023011213 @default.
- W2898036114 creator A5055809080 @default.
- W2898036114 creator A5074292636 @default.
- W2898036114 creator A5076224903 @default.
- W2898036114 creator A5081414172 @default.
- W2898036114 creator A5082805355 @default.
- W2898036114 date "2018-10-22" @default.
- W2898036114 modified "2023-10-14" @default.
- W2898036114 title "Accuracy of deep learning, a machine learning technology, using ultra-wide-field fundus ophthalmoscopy for detecting idiopathic macular holes" @default.
- W2898036114 cites W2004969226 @default.
- W2898036114 cites W2026875477 @default.
- W2898036114 cites W2036302917 @default.
- W2898036114 cites W2056441375 @default.
- W2898036114 cites W2057203552 @default.
- W2898036114 cites W2095006066 @default.
- W2898036114 cites W2117876072 @default.
- W2898036114 cites W2130371234 @default.
- W2898036114 cites W2151250124 @default.
- W2898036114 cites W2314257879 @default.
- W2898036114 cites W2328462406 @default.
- W2898036114 cites W2401520370 @default.
- W2898036114 cites W2557738935 @default.
- W2898036114 cites W2581082771 @default.
- W2898036114 cites W2724276442 @default.
- W2898036114 cites W2748890376 @default.
- W2898036114 cites W2752747624 @default.
- W2898036114 cites W2771667845 @default.
- W2898036114 cites W2919115771 @default.
- W2898036114 doi "https://doi.org/10.7717/peerj.5696" @default.
- W2898036114 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6201738" @default.
- W2898036114 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30370184" @default.
- W2898036114 hasPublicationYear "2018" @default.
- W2898036114 type Work @default.
- W2898036114 sameAs 2898036114 @default.
- W2898036114 citedByCount "23" @default.
- W2898036114 countsByYear W28980361142019 @default.
- W2898036114 countsByYear W28980361142020 @default.
- W2898036114 countsByYear W28980361142021 @default.
- W2898036114 countsByYear W28980361142022 @default.
- W2898036114 countsByYear W28980361142023 @default.
- W2898036114 crossrefType "journal-article" @default.
- W2898036114 hasAuthorship W2898036114A5000873736 @default.
- W2898036114 hasAuthorship W2898036114A5023011213 @default.
- W2898036114 hasAuthorship W2898036114A5055809080 @default.
- W2898036114 hasAuthorship W2898036114A5074292636 @default.
- W2898036114 hasAuthorship W2898036114A5076224903 @default.
- W2898036114 hasAuthorship W2898036114A5081414172 @default.
- W2898036114 hasAuthorship W2898036114A5082805355 @default.
- W2898036114 hasBestOaLocation W28980361141 @default.
- W2898036114 hasConcept C108583219 @default.
- W2898036114 hasConcept C118487528 @default.
- W2898036114 hasConcept C126322002 @default.
- W2898036114 hasConcept C153180895 @default.
- W2898036114 hasConcept C154945302 @default.
- W2898036114 hasConcept C2776391266 @default.
- W2898036114 hasConcept C2780623050 @default.
- W2898036114 hasConcept C2780827179 @default.
- W2898036114 hasConcept C41008148 @default.
- W2898036114 hasConcept C44249647 @default.
- W2898036114 hasConcept C71924100 @default.
- W2898036114 hasConcept C81363708 @default.
- W2898036114 hasConceptScore W2898036114C108583219 @default.
- W2898036114 hasConceptScore W2898036114C118487528 @default.
- W2898036114 hasConceptScore W2898036114C126322002 @default.
- W2898036114 hasConceptScore W2898036114C153180895 @default.
- W2898036114 hasConceptScore W2898036114C154945302 @default.
- W2898036114 hasConceptScore W2898036114C2776391266 @default.
- W2898036114 hasConceptScore W2898036114C2780623050 @default.
- W2898036114 hasConceptScore W2898036114C2780827179 @default.
- W2898036114 hasConceptScore W2898036114C41008148 @default.
- W2898036114 hasConceptScore W2898036114C44249647 @default.
- W2898036114 hasConceptScore W2898036114C71924100 @default.
- W2898036114 hasConceptScore W2898036114C81363708 @default.
- W2898036114 hasLocation W28980361141 @default.
- W2898036114 hasLocation W28980361142 @default.
- W2898036114 hasLocation W28980361143 @default.
- W2898036114 hasLocation W28980361144 @default.
- W2898036114 hasLocation W28980361145 @default.
- W2898036114 hasOpenAccess W2898036114 @default.
- W2898036114 hasPrimaryLocation W28980361141 @default.
- W2898036114 hasRelatedWork W2731899572 @default.
- W2898036114 hasRelatedWork W2898036114 @default.
- W2898036114 hasRelatedWork W2999805992 @default.
- W2898036114 hasRelatedWork W3116150086 @default.
- W2898036114 hasRelatedWork W3133861977 @default.
- W2898036114 hasRelatedWork W4200173597 @default.
- W2898036114 hasRelatedWork W4291897433 @default.
- W2898036114 hasRelatedWork W4310880831 @default.
- W2898036114 hasRelatedWork W4312417841 @default.
- W2898036114 hasRelatedWork W4321369474 @default.
- W2898036114 hasVolume "6" @default.
- W2898036114 isParatext "false" @default.
- W2898036114 isRetracted "false" @default.
- W2898036114 magId "2898036114" @default.
- W2898036114 workType "article" @default.